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scenarionet/scenarionet/verifier/utils.py

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2023-05-07 14:42:50 +01:00
import os
import tqdm
from metadrive.envs.scenario_env import ScenarioEnv
from metadrive.policy.replay_policy import ReplayEgoCarPolicy
from metadrive.scenario.utils import get_number_of_scenarios
def verify_loading_into_metadrive(dataset_path):
scenario_num = get_number_of_scenarios(dataset_path)
env = ScenarioEnv(
{
"agent_policy": ReplayEgoCarPolicy,
"num_scenarios": scenario_num,
"horizon": 1000,
"no_static_vehicles": False,
"data_directory": dataset_path,
}
)
try:
for i in tqdm.tqdm(range(scenario_num)):
env.reset(force_seed=i)
except Exception as e:
file_name = env.engine.data_manager.summary_lookup[i]
file_path = os.path.join(dataset_path, env.engine.data_manager.mapping[file_name], file_name)
raise ValueError("Scenario Error, seed: {}, file_path: {}. "
"\n Error message: {}".format(i, file_path, e))